R for data science : import, tidy, transform, visualize, and model data (Record no. 44330)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01745cam a22002775i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781491910399 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789352134977 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | WIC |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Wickham, Hadley, |
| 245 10 - TITLE STATEMENT | |
| Title | R for data science : import, tidy, transform, visualize, and model data |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Mumbai : |
| Name of publisher | Shroff Publishers, |
| Year of publication | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxv, 492 pages : |
| Other physical details | illustrations (some color) ; |
| 500 ## - GENERAL NOTE | |
| General note | Originally published in Sebastopol, CA. by O'Reilly Media, 2016. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part I. Explore. Data visualization with ggplot2 -- Workflow: basics -- Data transformation with dplyr -- Workflow: scripts -- Exploratory data analysis -- Workflow: projects -- Part II. Wrangle. Tibbles with tibble -- Data import with readr --Tidy data with tidyr -- Relational data with dplyr -- Strings with stringr -- Factors with forcats -- Dates and times with lubridate -- Part III. Program. Pipes with magrittr -- Functions -- Vectors -- Iteration with purrr -- Part IV. Model. Model basics with modelr -- Model building -- Many models with purrr and broom -- Part V. Communicate. R Markdown -- Graphics for communication with ggplot2 -- R Markdown formats -- R Markdown workflow. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"--Page 4 of cover. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Information visualization |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Databases. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Electronic data processing. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Grolemund, Garrett, |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Lending Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Main Library | Main Library | Stacks | 29/12/2017 | Purchased | 1728.00 | 006.31 WIC | 015591 | Lending Books |